Transportation Techniques for Geometric Clustering
abstract: This thesis introduces new techniques for clustering distributional data according to their geometric similarities. This work builds upon the optimal transportation (OT) problem that seeks global minimum cost for matching distributional data and leverages the connection between OT and powe...
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| Format: | Doctoral Thesis |
| Language: | English |
| Published: |
2020
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| Online Access: | http://hdl.handle.net/2286/R.I.57239 |